Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 150 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 126.7 KiB |
| Average record size in memory | 864.8 B |
Variable types
| NUM | 16 |
|---|---|
| CAT | 15 |
| BOOL | 1 |
Reproduction
| Analysis started | 2022-05-05 18:59:49.857236 |
|---|---|
| Analysis finished | 2022-05-05 19:00:37.175140 |
| Duration | 47.32 seconds |
| Version | pandas-profiling v2.7.1 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Gender_father has constant value "1" | Constant |
Gender_mother has constant value "2" | Constant |
FVC_middle_child has a high cardinality: 67 distinct values | High cardinality |
FEV1_middle_child has a high cardinality: 67 distinct values | High cardinality |
AREA_CODE is highly correlated with ID | High correlation |
ID is highly correlated with AREA_CODE | High correlation |
FEV1_father is highly correlated with FVC_father | High correlation |
FVC_father is highly correlated with FEV1_father | High correlation |
Age_mother is highly correlated with Age_father | High correlation |
Age_father is highly correlated with Age_mother | High correlation |
Height_oldest_child is highly correlated with Age_oldest_child and 3 other fields | High correlation |
Age_oldest_child is highly correlated with Height_oldest_child | High correlation |
Weight_oldest_child is highly correlated with Height_oldest_child | High correlation |
FVC_oldest_child is highly correlated with Height_oldest_child and 1 other fields | High correlation |
FEV1_oldest_child is highly correlated with Height_oldest_child and 1 other fields | High correlation |
Weight_youngest_child is highly correlated with Age_youngest_child and 3 other fields | High correlation |
Age_youngest_child is highly correlated with Weight_youngest_child and 1 other fields | High correlation |
Height_youngest_child is highly correlated with Weight_youngest_child and 2 other fields | High correlation |
FVC_youngest_child is highly correlated with Sex_youngest_child and 3 other fields | High correlation |
Sex_youngest_child is highly correlated with FVC_youngest_child and 1 other fields | High correlation |
FEV1_youngest_child is highly correlated with Sex_youngest_child and 4 other fields | High correlation |
ID is uniformly distributed | Uniform |
Sex_oldest_child is uniformly distributed | Uniform |
ID has unique values | Unique |
| Distinct count | 150 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.5 |
|---|---|
| Minimum | 1 |
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8.45 |
| Q1 | 38.25 |
| median | 75.5 |
| Q3 | 112.75 |
| 95-th percentile | 142.55 |
| Maximum | 150 |
| Range | 149 |
| Interquartile range (IQR) | 74.5 |
Descriptive statistics
| Standard deviation | 43.44536799 |
|---|---|
| Coefficient of variation (CV) | 0.5754353376 |
| Kurtosis | -1.2 |
| Mean | 75.5 |
| Median Absolute Deviation (MAD) | 37.5 |
| Skewness | 0 |
| Sum | 11325 |
| Variance | 1887.5 |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.7% | |
| 95 | 1 | 0.7% | |
| 97 | 1 | 0.7% | |
| 98 | 1 | 0.7% | |
| 99 | 1 | 0.7% | |
| 100 | 1 | 0.7% | |
| 101 | 1 | 0.7% | |
| 102 | 1 | 0.7% | |
| 103 | 1 | 0.7% | |
| 104 | 1 | 0.7% | |
| Other values (140) | 140 | 93.3% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.7% | |
| 2 | 1 | 0.7% | |
| 3 | 1 | 0.7% | |
| 4 | 1 | 0.7% | |
| 5 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 150 | 1 | 0.7% | |
| 149 | 1 | 0.7% | |
| 148 | 1 | 0.7% | |
| 147 | 1 | 0.7% | |
| 146 | 1 | 0.7% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 4 | |
|---|---|
| 2 | |
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 4 | 58 | 38.7% | |
| 2 | 49 | 32.7% | |
| 1 | 24 | 16.0% | |
| 3 | 19 | 12.7% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 150 | 100.0% |
| Distinct count | 29 |
|---|---|
| Unique (%) | 19.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.13333333333333 |
|---|---|
| Minimum | 26 |
| Maximum | 59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 35 |
| median | 40 |
| Q3 | 44.75 |
| 95-th percentile | 52.55 |
| Maximum | 59 |
| Range | 33 |
| Interquartile range (IQR) | 9.75 |
Descriptive statistics
| Standard deviation | 6.889995341 |
|---|---|
| Coefficient of variation (CV) | 0.1716776248 |
| Kurtosis | -0.4385605078 |
| Mean | 40.13333333 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.29431599 |
| Sum | 6020 |
| Variance | 47.47203579 |
| Value | Count | Frequency (%) | |
| 40 | 12 | 8.0% | |
| 33 | 9 | 6.0% | |
| 44 | 9 | 6.0% | |
| 36 | 8 | 5.3% | |
| 37 | 8 | 5.3% | |
| 39 | 8 | 5.3% | |
| 42 | 8 | 5.3% | |
| 43 | 7 | 4.7% | |
| 46 | 7 | 4.7% | |
| 34 | 7 | 4.7% | |
| Other values (19) | 67 | 44.7% |
| Value | Count | Frequency (%) | |
| 26 | 2 | 1.3% | |
| 28 | 3 | 2.0% | |
| 29 | 1 | 0.7% | |
| 30 | 5 | 3.3% | |
| 31 | 3 | 2.0% |
| Value | Count | Frequency (%) | |
| 59 | 1 | 0.7% | |
| 54 | 4 | 2.7% | |
| 53 | 3 | 2.0% | |
| 52 | 4 | 2.7% | |
| 51 | 3 | 2.0% |
Height_father_inch
Real number (ℝ≥0)
| Distinct count | 15 |
|---|---|
| Unique (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.26 |
|---|---|
| Minimum | 61 |
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 67.25 |
| median | 69 |
| Q3 | 71 |
| 95-th percentile | 74 |
| Maximum | 76 |
| Range | 15 |
| Interquartile range (IQR) | 3.75 |
Descriptive statistics
| Standard deviation | 2.779189201 |
|---|---|
| Coefficient of variation (CV) | 0.04012690155 |
| Kurtosis | 0.1487147442 |
| Mean | 69.26 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1873708821 |
| Sum | 10389 |
| Variance | 7.723892617 |
| Value | Count | Frequency (%) | |
| 69 | 23 | 15.3% | |
| 68 | 20 | 13.3% | |
| 70 | 20 | 13.3% | |
| 71 | 18 | 12.0% | |
| 66 | 14 | 9.3% | |
| 67 | 14 | 9.3% | |
| 72 | 11 | 7.3% | |
| 73 | 10 | 6.7% | |
| 74 | 7 | 4.7% | |
| 64 | 4 | 2.7% | |
| Other values (5) | 9 | 6.0% |
| Value | Count | Frequency (%) | |
| 61 | 2 | 1.3% | |
| 63 | 1 | 0.7% | |
| 64 | 4 | 2.7% | |
| 65 | 3 | 2.0% | |
| 66 | 14 | 9.3% |
| Value | Count | Frequency (%) | |
| 76 | 1 | 0.7% | |
| 75 | 2 | 1.3% | |
| 74 | 7 | 4.7% | |
| 73 | 10 | 6.7% | |
| 72 | 11 | 7.3% |
Weight_father_lb
Real number (ℝ≥0)
| Distinct count | 75 |
|---|---|
| Unique (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182.08666666666667 |
|---|---|
| Minimum | 121 |
| Maximum | 245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 121 |
|---|---|
| 5-th percentile | 145 |
| Q1 | 166 |
| median | 180 |
| Q3 | 198 |
| 95-th percentile | 222.55 |
| Maximum | 245 |
| Range | 124 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 23.95407706 |
|---|---|
| Coefficient of variation (CV) | 0.1315531636 |
| Kurtosis | -0.2352150603 |
| Mean | 182.0866667 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.07883330816 |
| Sum | 27313 |
| Variance | 573.7978076 |
| Value | Count | Frequency (%) | |
| 198 | 6 | 4.0% | |
| 178 | 5 | 3.3% | |
| 180 | 4 | 2.7% | |
| 194 | 4 | 2.7% | |
| 191 | 4 | 2.7% | |
| 187 | 4 | 2.7% | |
| 176 | 4 | 2.7% | |
| 209 | 4 | 2.7% | |
| 172 | 4 | 2.7% | |
| 169 | 4 | 2.7% | |
| Other values (65) | 107 | 71.3% |
| Value | Count | Frequency (%) | |
| 121 | 1 | 0.7% | |
| 129 | 1 | 0.7% | |
| 131 | 1 | 0.7% | |
| 132 | 1 | 0.7% | |
| 138 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 245 | 1 | 0.7% | |
| 235 | 1 | 0.7% | |
| 234 | 1 | 0.7% | |
| 232 | 1 | 0.7% | |
| 228 | 1 | 0.7% |
| Distinct count | 113 |
|---|---|
| Unique (%) | 75.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 495.23333333333335 |
|---|---|
| Minimum | 302 |
| Maximum | 666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 302 |
|---|---|
| 5-th percentile | 368.6 |
| Q1 | 441 |
| median | 495.5 |
| Q3 | 549.75 |
| 95-th percentile | 631.7 |
| Maximum | 666 |
| Range | 364 |
| Interquartile range (IQR) | 108.75 |
Descriptive statistics
| Standard deviation | 79.36699369 |
|---|---|
| Coefficient of variation (CV) | 0.1602618167 |
| Kurtosis | -0.5196151593 |
| Mean | 495.2333333 |
| Median Absolute Deviation (MAD) | 54.5 |
| Skewness | 0.05547744947 |
| Sum | 74285 |
| Variance | 6299.119687 |
| Value | Count | Frequency (%) | |
| 512 | 3 | 2.0% | |
| 391 | 3 | 2.0% | |
| 462 | 3 | 2.0% | |
| 452 | 3 | 2.0% | |
| 441 | 3 | 2.0% | |
| 509 | 3 | 2.0% | |
| 473 | 3 | 2.0% | |
| 409 | 2 | 1.3% | |
| 407 | 2 | 1.3% | |
| 513 | 2 | 1.3% | |
| Other values (103) | 123 | 82.0% |
| Value | Count | Frequency (%) | |
| 302 | 1 | 0.7% | |
| 319 | 1 | 0.7% | |
| 340 | 1 | 0.7% | |
| 345 | 1 | 0.7% | |
| 351 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 666 | 1 | 0.7% | |
| 657 | 1 | 0.7% | |
| 652 | 1 | 0.7% | |
| 651 | 1 | 0.7% | |
| 650 | 1 | 0.7% |
| Distinct count | 115 |
|---|---|
| Unique (%) | 76.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 409.32666666666665 |
|---|---|
| Minimum | 250 |
| Maximum | 585 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 250 |
|---|---|
| 5-th percentile | 305.45 |
| Q1 | 366.75 |
| median | 409 |
| Q3 | 451 |
| 95-th percentile | 501 |
| Maximum | 585 |
| Range | 335 |
| Interquartile range (IQR) | 84.25 |
Descriptive statistics
| Standard deviation | 65.07522716 |
|---|---|
| Coefficient of variation (CV) | 0.1589811573 |
| Kurtosis | -0.1772712914 |
| Mean | 409.3266667 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0.0155962472 |
| Sum | 61399 |
| Variance | 4234.78519 |
| Value | Count | Frequency (%) | |
| 329 | 3 | 2.0% | |
| 451 | 3 | 2.0% | |
| 399 | 3 | 2.0% | |
| 385 | 3 | 2.0% | |
| 409 | 3 | 2.0% | |
| 450 | 3 | 2.0% | |
| 398 | 3 | 2.0% | |
| 372 | 2 | 1.3% | |
| 374 | 2 | 1.3% | |
| 445 | 2 | 1.3% | |
| Other values (105) | 123 | 82.0% |
| Value | Count | Frequency (%) | |
| 250 | 1 | 0.7% | |
| 251 | 1 | 0.7% | |
| 280 | 1 | 0.7% | |
| 285 | 1 | 0.7% | |
| 290 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 585 | 1 | 0.7% | |
| 560 | 1 | 0.7% | |
| 558 | 1 | 0.7% | |
| 545 | 1 | 0.7% | |
| 537 | 1 | 0.7% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 2 |
|---|
| Value | Count | Frequency (%) | |
| 2 | 150 | 100.0% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 1 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 1 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 1 | 100.0% |
| Distinct count | 28 |
|---|---|
| Unique (%) | 18.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.56 |
|---|---|
| Minimum | 26 |
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 28.45 |
| Q1 | 32 |
| median | 36.5 |
| Q3 | 42 |
| 95-th percentile | 49.55 |
| Maximum | 56 |
| Range | 30 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.714184124 |
|---|---|
| Coefficient of variation (CV) | 0.1787588958 |
| Kurtosis | -0.2379106482 |
| Mean | 37.56 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 0.5514718035 |
| Sum | 5634 |
| Variance | 45.08026846 |
| Value | Count | Frequency (%) | |
| 36 | 12 | 8.0% | |
| 32 | 11 | 7.3% | |
| 40 | 9 | 6.0% | |
| 30 | 9 | 6.0% | |
| 35 | 9 | 6.0% | |
| 42 | 8 | 5.3% | |
| 38 | 8 | 5.3% | |
| 34 | 7 | 4.7% | |
| 37 | 7 | 4.7% | |
| 31 | 7 | 4.7% | |
| Other values (18) | 63 | 42.0% |
| Value | Count | Frequency (%) | |
| 26 | 2 | 1.3% | |
| 27 | 4 | 2.7% | |
| 28 | 2 | 1.3% | |
| 29 | 6 | 4.0% | |
| 30 | 9 | 6.0% |
| Value | Count | Frequency (%) | |
| 56 | 2 | 1.3% | |
| 53 | 1 | 0.7% | |
| 52 | 3 | 2.0% | |
| 50 | 2 | 1.3% | |
| 49 | 3 | 2.0% |
Height_mother_inch
Real number (ℝ≥0)
| Distinct count | 13 |
|---|---|
| Unique (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.09333333333333 |
|---|---|
| Minimum | 57 |
| Maximum | 69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 57 |
|---|---|
| 5-th percentile | 60.45 |
| Q1 | 62 |
| median | 64 |
| Q3 | 66 |
| 95-th percentile | 68 |
| Maximum | 69 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.469536996 |
|---|---|
| Coefficient of variation (CV) | 0.03853032551 |
| Kurtosis | -0.1182924775 |
| Mean | 64.09333333 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2414292837 |
| Sum | 9614 |
| Variance | 6.098612975 |
| Value | Count | Frequency (%) | |
| 62 | 26 | 17.3% | |
| 65 | 24 | 16.0% | |
| 64 | 20 | 13.3% | |
| 66 | 18 | 12.0% | |
| 63 | 16 | 10.7% | |
| 67 | 15 | 10.0% | |
| 61 | 11 | 7.3% | |
| 68 | 8 | 5.3% | |
| 69 | 4 | 2.7% | |
| 60 | 3 | 2.0% | |
| Other values (3) | 5 | 3.3% |
| Value | Count | Frequency (%) | |
| 57 | 2 | 1.3% | |
| 58 | 1 | 0.7% | |
| 59 | 2 | 1.3% | |
| 60 | 3 | 2.0% | |
| 61 | 11 | 7.3% |
| Value | Count | Frequency (%) | |
| 69 | 4 | 2.7% | |
| 68 | 8 | 5.3% | |
| 67 | 15 | 10.0% | |
| 66 | 18 | 12.0% | |
| 65 | 24 | 16.0% |
Weight_mother_lb
Real number (ℝ≥0)
| Distinct count | 72 |
|---|---|
| Unique (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.97333333333333 |
|---|---|
| Minimum | 90 |
| Maximum | 267 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 110 |
| Q1 | 128 |
| median | 140.5 |
| Q3 | 159 |
| 95-th percentile | 208.75 |
| Maximum | 267 |
| Range | 177 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 30.95568312 |
|---|---|
| Coefficient of variation (CV) | 0.2106210863 |
| Kurtosis | 2.615260843 |
| Mean | 146.9733333 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.420392372 |
| Sum | 22046 |
| Variance | 958.2543177 |
| Value | Count | Frequency (%) | |
| 145 | 6 | 4.0% | |
| 128 | 6 | 4.0% | |
| 124 | 6 | 4.0% | |
| 132 | 5 | 3.3% | |
| 140 | 5 | 3.3% | |
| 150 | 5 | 3.3% | |
| 138 | 5 | 3.3% | |
| 143 | 4 | 2.7% | |
| 108 | 4 | 2.7% | |
| 125 | 4 | 2.7% | |
| Other values (62) | 100 | 66.7% |
| Value | Count | Frequency (%) | |
| 90 | 1 | 0.7% | |
| 93 | 1 | 0.7% | |
| 98 | 1 | 0.7% | |
| 108 | 4 | 2.7% | |
| 110 | 3 | 2.0% |
| Value | Count | Frequency (%) | |
| 267 | 1 | 0.7% | |
| 260 | 1 | 0.7% | |
| 241 | 1 | 0.7% | |
| 234 | 1 | 0.7% | |
| 231 | 1 | 0.7% |
FVC_mother
Real number (ℝ≥0)
| Distinct count | 110 |
|---|---|
| Unique (%) | 73.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 350.23333333333335 |
|---|---|
| Minimum | 206 |
| Maximum | 567 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 206 |
|---|---|
| 5-th percentile | 248.15 |
| Q1 | 306 |
| median | 349.5 |
| Q3 | 396.25 |
| 95-th percentile | 440.2 |
| Maximum | 567 |
| Range | 361 |
| Interquartile range (IQR) | 90.25 |
Descriptive statistics
| Standard deviation | 60.42727246 |
|---|---|
| Coefficient of variation (CV) | 0.172534327 |
| Kurtosis | 0.5595078234 |
| Mean | 350.2333333 |
| Median Absolute Deviation (MAD) | 44.5 |
| Skewness | 0.2800754733 |
| Sum | 52535 |
| Variance | 3651.455257 |
| Value | Count | Frequency (%) | |
| 362 | 4 | 2.7% | |
| 357 | 4 | 2.7% | |
| 349 | 4 | 2.7% | |
| 301 | 3 | 2.0% | |
| 309 | 3 | 2.0% | |
| 333 | 3 | 2.0% | |
| 418 | 2 | 1.3% | |
| 407 | 2 | 1.3% | |
| 316 | 2 | 1.3% | |
| 319 | 2 | 1.3% | |
| Other values (100) | 121 | 80.7% |
| Value | Count | Frequency (%) | |
| 206 | 1 | 0.7% | |
| 215 | 1 | 0.7% | |
| 232 | 1 | 0.7% | |
| 233 | 1 | 0.7% | |
| 242 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 567 | 1 | 0.7% | |
| 508 | 1 | 0.7% | |
| 496 | 1 | 0.7% | |
| 492 | 1 | 0.7% | |
| 448 | 1 | 0.7% |
FEV1_mother
Real number (ℝ≥0)
| Distinct count | 104 |
|---|---|
| Unique (%) | 69.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 297.31333333333333 |
|---|---|
| Minimum | 175 |
| Maximum | 460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 175 |
|---|---|
| 5-th percentile | 216.35 |
| Q1 | 263.25 |
| median | 299 |
| Q3 | 328 |
| 95-th percentile | 375 |
| Maximum | 460 |
| Range | 285 |
| Interquartile range (IQR) | 64.75 |
Descriptive statistics
| Standard deviation | 48.74135775 |
|---|---|
| Coefficient of variation (CV) | 0.1639393605 |
| Kurtosis | 0.5309313002 |
| Mean | 297.3133333 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 0.125627363 |
| Sum | 44597 |
| Variance | 2375.719955 |
| Value | Count | Frequency (%) | |
| 256 | 4 | 2.7% | |
| 331 | 4 | 2.7% | |
| 305 | 4 | 2.7% | |
| 325 | 4 | 2.7% | |
| 307 | 4 | 2.7% | |
| 313 | 3 | 2.0% | |
| 294 | 3 | 2.0% | |
| 295 | 3 | 2.0% | |
| 296 | 3 | 2.0% | |
| 289 | 3 | 2.0% | |
| Other values (94) | 115 | 76.7% |
| Value | Count | Frequency (%) | |
| 175 | 1 | 0.7% | |
| 186 | 1 | 0.7% | |
| 194 | 1 | 0.7% | |
| 202 | 1 | 0.7% | |
| 204 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 460 | 1 | 0.7% | |
| 426 | 1 | 0.7% | |
| 425 | 1 | 0.7% | |
| 389 | 1 | 0.7% | |
| 380 | 2 | 1.3% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 2 |
| Value | Count | Frequency (%) | |
| 1 | 75 | 50.0% | |
| 2 | 75 | 50.0% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.633333333333333 |
|---|---|
| Minimum | 7 |
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| median | 13 |
| Q3 | 16 |
| 95-th percentile | 17 |
| Maximum | 17 |
| Range | 10 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.19062525 |
|---|---|
| Coefficient of variation (CV) | 0.2525560884 |
| Kurtosis | -1.307855709 |
| Mean | 12.63333333 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1380256726 |
| Sum | 1895 |
| Variance | 10.18008949 |
| Value | Count | Frequency (%) | |
| 16 | 21 | 14.0% | |
| 17 | 21 | 14.0% | |
| 8 | 16 | 10.7% | |
| 11 | 15 | 10.0% | |
| 14 | 14 | 9.3% | |
| 9 | 13 | 8.7% | |
| 13 | 13 | 8.7% | |
| 10 | 11 | 7.3% | |
| 12 | 11 | 7.3% | |
| 15 | 10 | 6.7% |
| Value | Count | Frequency (%) | |
| 7 | 5 | 3.3% | |
| 8 | 16 | 10.7% | |
| 9 | 13 | 8.7% | |
| 10 | 11 | 7.3% | |
| 11 | 15 | 10.0% |
| Value | Count | Frequency (%) | |
| 17 | 21 | 14.0% | |
| 16 | 21 | 14.0% | |
| 15 | 10 | 6.7% | |
| 14 | 14 | 9.3% | |
| 13 | 13 | 8.7% |
| Distinct count | 27 |
|---|---|
| Unique (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.093333333333334 |
|---|---|
| Minimum | 46 |
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 54 |
| median | 60.5 |
| Q3 | 66 |
| 95-th percentile | 70 |
| Maximum | 75 |
| Range | 29 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.927570312 |
|---|---|
| Coefficient of variation (CV) | 0.1152801805 |
| Kurtosis | -1.006874895 |
| Mean | 60.09333333 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | -0.1291893659 |
| Sum | 9014 |
| Variance | 47.99123043 |
| Value | Count | Frequency (%) | |
| 66 | 12 | 8.0% | |
| 63 | 10 | 6.7% | |
| 59 | 10 | 6.7% | |
| 61 | 9 | 6.0% | |
| 60 | 8 | 5.3% | |
| 54 | 8 | 5.3% | |
| 56 | 7 | 4.7% | |
| 67 | 7 | 4.7% | |
| 69 | 7 | 4.7% | |
| 55 | 6 | 4.0% | |
| Other values (17) | 66 | 44.0% |
| Value | Count | Frequency (%) | |
| 46 | 2 | 1.3% | |
| 48 | 3 | 2.0% | |
| 49 | 6 | 4.0% | |
| 50 | 6 | 4.0% | |
| 51 | 5 | 3.3% |
| Value | Count | Frequency (%) | |
| 75 | 1 | 0.7% | |
| 72 | 3 | 2.0% | |
| 71 | 3 | 2.0% | |
| 70 | 5 | 3.3% | |
| 69 | 7 | 4.7% |
| Distinct count | 89 |
|---|---|
| Unique (%) | 59.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.62 |
|---|---|
| Minimum | 45 |
| Maximum | 207 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 52.45 |
| Q1 | 69 |
| median | 101.5 |
| Q3 | 125 |
| 95-th percentile | 171.55 |
| Maximum | 207 |
| Range | 162 |
| Interquartile range (IQR) | 56 |
Descriptive statistics
| Standard deviation | 38.08709024 |
|---|---|
| Coefficient of variation (CV) | 0.3711468548 |
| Kurtosis | -0.4244497572 |
| Mean | 102.62 |
| Median Absolute Deviation (MAD) | 29.5 |
| Skewness | 0.5283933259 |
| Sum | 15393 |
| Variance | 1450.626443 |
| Value | Count | Frequency (%) | |
| 104 | 6 | 4.0% | |
| 117 | 6 | 4.0% | |
| 115 | 5 | 3.3% | |
| 66 | 4 | 2.7% | |
| 64 | 4 | 2.7% | |
| 122 | 4 | 2.7% | |
| 55 | 4 | 2.7% | |
| 111 | 3 | 2.0% | |
| 83 | 3 | 2.0% | |
| 61 | 3 | 2.0% | |
| Other values (79) | 108 | 72.0% |
| Value | Count | Frequency (%) | |
| 45 | 1 | 0.7% | |
| 47 | 1 | 0.7% | |
| 49 | 1 | 0.7% | |
| 50 | 3 | 2.0% | |
| 52 | 2 | 1.3% |
| Value | Count | Frequency (%) | |
| 207 | 1 | 0.7% | |
| 206 | 1 | 0.7% | |
| 186 | 1 | 0.7% | |
| 185 | 1 | 0.7% | |
| 180 | 1 | 0.7% |
| Distinct count | 128 |
|---|---|
| Unique (%) | 85.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 304.25333333333333 |
|---|---|
| Minimum | 107 |
| Maximum | 689 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 107 |
|---|---|
| 5-th percentile | 148 |
| Q1 | 201 |
| median | 291 |
| Q3 | 376 |
| 95-th percentile | 524.3 |
| Maximum | 689 |
| Range | 582 |
| Interquartile range (IQR) | 175 |
Descriptive statistics
| Standard deviation | 126.3934513 |
|---|---|
| Coefficient of variation (CV) | 0.415421747 |
| Kurtosis | 0.0001219447841 |
| Mean | 304.2533333 |
| Median Absolute Deviation (MAD) | 89.5 |
| Skewness | 0.6840419162 |
| Sum | 45638 |
| Variance | 15975.30452 |
| Value | Count | Frequency (%) | |
| 321 | 3 | 2.0% | |
| 296 | 2 | 1.3% | |
| 353 | 2 | 1.3% | |
| 240 | 2 | 1.3% | |
| 361 | 2 | 1.3% | |
| 376 | 2 | 1.3% | |
| 128 | 2 | 1.3% | |
| 148 | 2 | 1.3% | |
| 150 | 2 | 1.3% | |
| 392 | 2 | 1.3% | |
| Other values (118) | 129 | 86.0% |
| Value | Count | Frequency (%) | |
| 107 | 1 | 0.7% | |
| 114 | 1 | 0.7% | |
| 118 | 1 | 0.7% | |
| 119 | 1 | 0.7% | |
| 128 | 2 | 1.3% |
| Value | Count | Frequency (%) | |
| 689 | 1 | 0.7% | |
| 680 | 1 | 0.7% | |
| 604 | 1 | 0.7% | |
| 581 | 1 | 0.7% | |
| 567 | 1 | 0.7% |
| Distinct count | 131 |
|---|---|
| Unique (%) | 87.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 261.98 |
|---|---|
| Minimum | 98 |
| Maximum | 545 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 98 |
|---|---|
| 5-th percentile | 123.15 |
| Q1 | 175.5 |
| median | 248.5 |
| Q3 | 323 |
| 95-th percentile | 453 |
| Maximum | 545 |
| Range | 447 |
| Interquartile range (IQR) | 147.5 |
Descriptive statistics
| Standard deviation | 106.1139991 |
|---|---|
| Coefficient of variation (CV) | 0.4050461833 |
| Kurtosis | -0.3612562708 |
| Mean | 261.98 |
| Median Absolute Deviation (MAD) | 74.5 |
| Skewness | 0.6009503645 |
| Sum | 39297 |
| Variance | 11260.18081 |
| Value | Count | Frequency (%) | |
| 155 | 4 | 2.7% | |
| 142 | 3 | 2.0% | |
| 136 | 2 | 1.3% | |
| 233 | 2 | 1.3% | |
| 453 | 2 | 1.3% | |
| 203 | 2 | 1.3% | |
| 311 | 2 | 1.3% | |
| 220 | 2 | 1.3% | |
| 279 | 2 | 1.3% | |
| 277 | 2 | 1.3% | |
| Other values (121) | 127 | 84.7% |
| Value | Count | Frequency (%) | |
| 98 | 1 | 0.7% | |
| 108 | 1 | 0.7% | |
| 110 | 1 | 0.7% | |
| 111 | 1 | 0.7% | |
| 114 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 545 | 1 | 0.7% | |
| 544 | 1 | 0.7% | |
| 521 | 1 | 0.7% | |
| 499 | 1 | 0.7% | |
| 474 | 1 | 0.7% |
Sex_middle_child
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| . | 76 | 50.7% | |
| 2 | 43 | 28.7% | |
| 1 | 31 | 20.7% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 66.7% | |
| Other_Punctuation | 1 | 33.3% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
Age_middle_child
Categorical
| Distinct count | 12 |
|---|---|
| Unique (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 13 | 14 |
| 8 | 12 |
| 12 | 10 |
| 10 | 8 |
| Other values (7) |
| Value | Count | Frequency (%) | |
| . | 76 | 50.7% | |
| 13 | 14 | 9.3% | |
| 8 | 12 | 8.0% | |
| 12 | 10 | 6.7% | |
| 10 | 8 | 5.3% | |
| 11 | 7 | 4.7% | |
| 9 | 6 | 4.0% | |
| 15 | 5 | 3.3% | |
| 7 | 5 | 3.3% | |
| 14 | 3 | 2.0% | |
| Other values (2) | 4 | 2.7% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.34 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
Height_middle_child
Categorical
| Distinct count | 23 |
|---|---|
| Unique (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 54 | 9 |
| 57 | 7 |
| 50 | 6 |
| 49 | 5 |
| Other values (18) |
| Value | Count | Frequency (%) | |
| . | 76 | 50.7% | |
| 54 | 9 | 6.0% | |
| 57 | 7 | 4.7% | |
| 50 | 6 | 4.0% | |
| 49 | 5 | 3.3% | |
| 62 | 5 | 3.3% | |
| 61 | 5 | 3.3% | |
| 64 | 4 | 2.7% | |
| 65 | 4 | 2.7% | |
| 60 | 4 | 2.7% | |
| Other values (13) | 25 | 16.7% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.493333333 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
Weight_middle_child
Categorical
| Distinct count | 49 |
|---|---|
| Unique (%) | 32.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 85 | 5 |
| 55 | 5 |
| 68 | 3 |
| 61 | 3 |
| Other values (44) |
| Value | Count | Frequency (%) | |
| . | 76 | 50.7% | |
| 85 | 5 | 3.3% | |
| 55 | 5 | 3.3% | |
| 68 | 3 | 2.0% | |
| 61 | 3 | 2.0% | |
| 72 | 3 | 2.0% | |
| 113 | 2 | 1.3% | |
| 51 | 2 | 1.3% | |
| 145 | 2 | 1.3% | |
| 58 | 2 | 1.3% | |
| Other values (39) | 47 | 31.3% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.673333333 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 67 |
|---|---|
| Unique (%) | 44.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 189 | 2 |
| 266 | 2 |
| 257 | 2 |
| 264 | 2 |
| Other values (62) |
| Value | Count | Frequency (%) | |
| . | 76 | 50.7% | |
| 189 | 2 | 1.3% | |
| 266 | 2 | 1.3% | |
| 257 | 2 | 1.3% | |
| 264 | 2 | 1.3% | |
| 202 | 2 | 1.3% | |
| 276 | 2 | 1.3% | |
| 296 | 2 | 1.3% | |
| 236 | 2 | 1.3% | |
| 208 | 1 | 0.7% | |
| Other values (57) | 57 | 38.0% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.986666667 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 67 |
|---|---|
| Unique (%) | 44.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 212 | 2 |
| 165 | 2 |
| 136 | 2 |
| 218 | 2 |
| Other values (62) |
| Value | Count | Frequency (%) | |
| . | 76 | 50.7% | |
| 212 | 2 | 1.3% | |
| 165 | 2 | 1.3% | |
| 136 | 2 | 1.3% | |
| 218 | 2 | 1.3% | |
| 251 | 2 | 1.3% | |
| 293 | 2 | 1.3% | |
| 264 | 2 | 1.3% | |
| 169 | 2 | 1.3% | |
| 287 | 1 | 0.7% | |
| Other values (57) | 57 | 38.0% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.98 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 1 | 15 |
| 2 | 9 |
| Value | Count | Frequency (%) | |
| . | 126 | 84.0% | |
| 1 | 15 | 10.0% | |
| 2 | 9 | 6.0% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 66.7% | |
| Other_Punctuation | 1 | 33.3% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 9 | 5 |
| 10 | 5 |
| 12 | 4 |
| 7 | 3 |
| Other values (4) | 7 |
| Value | Count | Frequency (%) | |
| . | 126 | 84.0% | |
| 9 | 5 | 3.3% | |
| 10 | 5 | 3.3% | |
| 12 | 4 | 2.7% | |
| 7 | 3 | 2.0% | |
| 11 | 3 | 2.0% | |
| 14 | 2 | 1.3% | |
| 15 | 1 | 0.7% | |
| 13 | 1 | 0.7% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.106666667 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 8 | 88.9% | |
| Other_Punctuation | 1 | 11.1% |
| Value | Count | Frequency (%) | |
| Common | 9 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 9 | 100.0% |
| Distinct count | 14 |
|---|---|
| Unique (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 56 | 4 |
| 50 | 3 |
| 54 | 3 |
| 58 | 2 |
| Other values (9) | 12 |
| Value | Count | Frequency (%) | |
| . | 126 | 84.0% | |
| 56 | 4 | 2.7% | |
| 50 | 3 | 2.0% | |
| 54 | 3 | 2.0% | |
| 58 | 2 | 1.3% | |
| 60 | 2 | 1.3% | |
| 55 | 2 | 1.3% | |
| 67 | 2 | 1.3% | |
| 66 | 1 | 0.7% | |
| 46 | 1 | 0.7% | |
| Other values (4) | 4 | 2.7% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.16 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 8 | 88.9% | |
| Other_Punctuation | 1 | 11.1% |
| Value | Count | Frequency (%) | |
| Common | 9 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 9 | 100.0% |
| Distinct count | 23 |
|---|---|
| Unique (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 65 | 2 |
| 70 | 2 |
| 51 | 1 |
| 68 | 1 |
| Other values (18) | 18 |
| Value | Count | Frequency (%) | |
| . | 126 | 84.0% | |
| 65 | 2 | 1.3% | |
| 70 | 2 | 1.3% | |
| 51 | 1 | 0.7% | |
| 68 | 1 | 0.7% | |
| 91 | 1 | 0.7% | |
| 66 | 1 | 0.7% | |
| 124 | 1 | 0.7% | |
| 76 | 1 | 0.7% | |
| 87 | 1 | 0.7% | |
| Other values (13) | 13 | 8.7% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.2 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 23 |
|---|---|
| Unique (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 194 | 2 |
| 257 | 2 |
| 460 | 1 |
| 197 | 1 |
| Other values (18) | 18 |
| Value | Count | Frequency (%) | |
| . | 126 | 84.0% | |
| 194 | 2 | 1.3% | |
| 257 | 2 | 1.3% | |
| 460 | 1 | 0.7% | |
| 197 | 1 | 0.7% | |
| 438 | 1 | 0.7% | |
| 192 | 1 | 0.7% | |
| 355 | 1 | 0.7% | |
| 220 | 1 | 0.7% | |
| 222 | 1 | 0.7% | |
| Other values (13) | 13 | 8.7% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.32 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 24 |
|---|---|
| Unique (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| . | |
|---|---|
| 191 | 2 |
| 216 | 1 |
| 273 | 1 |
| 209 | 1 |
| Other values (19) | 19 |
| Value | Count | Frequency (%) | |
| . | 126 | 84.0% | |
| 191 | 2 | 1.3% | |
| 216 | 1 | 0.7% | |
| 273 | 1 | 0.7% | |
| 209 | 1 | 0.7% | |
| 372 | 1 | 0.7% | |
| 213 | 1 | 0.7% | |
| 393 | 1 | 0.7% | |
| 183 | 1 | 0.7% | |
| 142 | 1 | 0.7% | |
| Other values (14) | 14 | 9.3% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.32 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| ID | AREA_CODE | Gender_father | Age_father | Height_father_inch | Weight_father_lb | FVC_father | FEV1_father | Gender_mother | Age_mother | Height_mother_inch | Weight_mother_lb | FVC_mother | FEV1_mother | Sex_oldest_child | Age_oldest_child | Height_oldest_child | Weight_oldest_child | FVC_oldest_child | FEV1_oldest_child | Sex_middle_child | Age_middle_child | Height_middle_child | Weight_middle_child | FVC_middle_child | FEV1_middle_child | Sex_youngest_child | Age_youngest_child | Height_youngest_child | Weight_youngest_child | FVC_youngest_child | FEV1_youngest_child | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 1 | 53 | 61 | 161 | 391 | 323 | 2 | 43 | 62 | 136 | 370 | 331 | 2 | 12 | 59 | 115 | 296 | 279 | . | . | . | . | . | . | . | . | . | . | . | . |
| 1 | 2 | 1 | 1 | 40 | 72 | 198 | 441 | 395 | 2 | 38 | 66 | 160 | 411 | 347 | 1 | 10 | 56 | 66 | 323 | 239 | . | . | . | . | . | . | . | . | . | . | . | . |
| 2 | 3 | 1 | 1 | 26 | 69 | 210 | 445 | 347 | 2 | 27 | 59 | 114 | 309 | 265 | 1 | 8 | 50 | 59 | 114 | 111 | . | . | . | . | . | . | . | . | . | . | . | . |
| 3 | 4 | 1 | 1 | 34 | 68 | 187 | 433 | 374 | 2 | 36 | 58 | 123 | 265 | 206 | 2 | 11 | 57 | 106 | 256 | 185 | 1 | 9 | 49 | 56 | 159 | 130 | . | . | . | . | . | . |
| 4 | 5 | 1 | 1 | 46 | 61 | 121 | 354 | 290 | 2 | 39 | 62 | 128 | 245 | 233 | 1 | 16 | 61 | 88 | 260 | 247 | 2 | 12 | 60 | 85 | 268 | 234 | 2 | 10 | 50 | 53 | 154 | 143 |
| 5 | 6 | 1 | 1 | 44 | 72 | 153 | 610 | 491 | 2 | 36 | 66 | 125 | 349 | 306 | 1 | 15 | 67 | 100 | 389 | 355 | 1 | 13 | 57 | 87 | 276 | 237 | 2 | 10 | 55 | 72 | 195 | 169 |
| 6 | 7 | 1 | 1 | 35 | 64 | 145 | 345 | 339 | 2 | 27 | 68 | 206 | 492 | 425 | 2 | 11 | 54 | 70 | 218 | 163 | . | . | . | . | . | . | . | . | . | . | . | . |
| 7 | 8 | 1 | 1 | 45 | 69 | 166 | 484 | 419 | 2 | 45 | 63 | 115 | 342 | 271 | 1 | 15 | 67 | 153 | 460 | 388 | 2 | 9 | 54 | 81 | 193 | 187 | . | . | . | . | . | . |
| 8 | 9 | 1 | 1 | 45 | 68 | 180 | 489 | 429 | 2 | 41 | 68 | 144 | 357 | 313 | 2 | 14 | 65 | 144 | 289 | 272 | 1 | 12 | 62 | 108 | 257 | 235 | . | . | . | . | . | . |
| 9 | 10 | 1 | 1 | 30 | 66 | 166 | 550 | 449 | 2 | 26 | 67 | 156 | 364 | 345 | 2 | 9 | 49 | 52 | 192 | 142 | . | . | . | . | . | . | . | . | . | . | . | . |
Last rows
| ID | AREA_CODE | Gender_father | Age_father | Height_father_inch | Weight_father_lb | FVC_father | FEV1_father | Gender_mother | Age_mother | Height_mother_inch | Weight_mother_lb | FVC_mother | FEV1_mother | Sex_oldest_child | Age_oldest_child | Height_oldest_child | Weight_oldest_child | FVC_oldest_child | FEV1_oldest_child | Sex_middle_child | Age_middle_child | Height_middle_child | Weight_middle_child | FVC_middle_child | FEV1_middle_child | Sex_youngest_child | Age_youngest_child | Height_youngest_child | Weight_youngest_child | FVC_youngest_child | FEV1_youngest_child | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 141 | 4 | 1 | 28 | 68 | 198 | 534 | 451 | 2 | 27 | 64 | 220 | 406 | 348 | 1 | 10 | 55 | 91 | 259 | 202 | . | . | . | . | . | . | . | . | . | . | . | . |
| 141 | 142 | 4 | 1 | 44 | 67 | 149 | 401 | 347 | 2 | 39 | 64 | 143 | 306 | 253 | 2 | 9 | 51 | 60 | 118 | 114 | . | . | . | . | . | . | . | . | . | . | . | . |
| 142 | 143 | 4 | 1 | 36 | 70 | 191 | 440 | 359 | 2 | 33 | 67 | 142 | 378 | 332 | 2 | 8 | 52 | 67 | 160 | 139 | . | . | . | . | . | . | . | . | . | . | . | . |
| 143 | 144 | 4 | 1 | 44 | 71 | 220 | 462 | 376 | 2 | 36 | 64 | 267 | 301 | 296 | 1 | 17 | 69 | 136 | 452 | 407 | . | . | . | . | . | . | . | . | . | . | . | . |
| 144 | 145 | 4 | 1 | 40 | 73 | 214 | 537 | 448 | 2 | 35 | 61 | 130 | 307 | 263 | 1 | 14 | 63 | 117 | 346 | 279 | 2 | 8 | 52 | 68 | 182 | 145 | . | . | . | . | . | . |
| 145 | 146 | 4 | 1 | 53 | 69 | 162 | 441 | 340 | 2 | 50 | 65 | 147 | 279 | 245 | 2 | 17 | 66 | 127 | 360 | 347 | . | . | . | . | . | . | . | . | . | . | . | . |
| 146 | 147 | 4 | 1 | 37 | 72 | 195 | 473 | 418 | 2 | 37 | 64 | 145 | 404 | 346 | 1 | 11 | 55 | 66 | 223 | 169 | . | . | . | . | . | . | . | . | . | . | . | . |
| 147 | 148 | 4 | 1 | 39 | 67 | 181 | 549 | 450 | 2 | 33 | 63 | 132 | 360 | 313 | 1 | 11 | 56 | 96 | 232 | 211 | 1 | 8 | 49 | 55 | 181 | 165 | . | . | . | . | . | . |
| 148 | 149 | 4 | 1 | 36 | 66 | 129 | 495 | 374 | 2 | 29 | 60 | 110 | 380 | 325 | 1 | 7 | 46 | 49 | 161 | 136 | . | . | . | . | . | . | . | . | . | . | . | . |
| 149 | 150 | 4 | 1 | 48 | 64 | 170 | 351 | 292 | 2 | 44 | 63 | 150 | 358 | 289 | 2 | 15 | 61 | 115 | 353 | 285 | . | . | . | . | . | . | . | . | . | . | . | . |